{"id":"W3120484671","doi":"10.1186/s10020-020-00253-4","title":"Genomic imbalances in the placenta are associated with poor fetal growth","year":2021,"lang":"en","type":"article","venue":"Molecular Medicine","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of British Columbia; Victoria General Hospital; Hospital for Sick Children; SickKids Foundation; University of Toronto; BC Children's Hospital","funders":"Canadian Institutes of Health Research; Hospital for Sick Children; BC Children's Hospital; Thrasher Research Fund","keywords":"Aneuploidy; Placental insufficiency; Placenta; Biology; Copy-number variation; Autosome; Genotyping; Fetus; Small for gestational age; Trisomy; Intrauterine growth restriction; Pregnancy; Chromosome; Andrology; Genetics; Obstetrics; Bioinformatics; Medicine; Genotype; Genome; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002775628,0.0001420594,0.0003067779,0.00005394058,0.00004170891,0.00001000761,0.000117499,0.0000659718,0.00005744399],"category_scores_gemma":[0.001634998,0.00008064583,0.00003916424,0.0003884174,0.0001185597,0.00002060531,0.00003568291,0.0002756993,0.000009561069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005581622,"about_ca_system_score_gemma":0.00008555589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001560168,"about_ca_topic_score_gemma":0.0001707106,"domain_scores_codex":[0.9987878,0.0001192874,0.0001802706,0.0002303274,0.0004327478,0.0002495839],"domain_scores_gemma":[0.9992776,0.0002160886,0.00007606138,0.0002375918,0.00009612895,0.00009655842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00052042,0.0007668465,0.8642372,0.0001540769,0.0004221414,0.03887123,0.001515686,0.0000495917,0.08257607,0.001179043,0.008052718,0.001654988],"study_design_scores_gemma":[0.005337079,0.0005255525,0.9845305,0.001137099,0.0002441379,0.0004576154,0.001525117,0.0002255161,0.004979575,0.0001414813,0.0007436379,0.0001527037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97024,0.003438407,0.0004143901,0.01862719,0.00007682708,0.0002171031,0.000009990532,0.00004112407,0.006934977],"genre_scores_gemma":[0.9920861,0.00007250354,0.0001579633,0.007206827,0.0001009059,0.00001310515,0.0001911482,0.00001746027,0.0001539603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1202933,"threshold_uncertainty_score":0.3288642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01099380406260495,"score_gpt":0.2406193114413126,"score_spread":0.2296255073787077,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}